Semantic Resources for Managing Knowledge in Battery Research
Semantic technology is revolutionizing how the battery research community collaborates. It is becoming even more important as artificial intelligence agents emerge in the field. This article explores the role of semantic resources in advancing battery research by enabling the formalization of knowledge in a way that can be understood by both people and computers. Domain-specific ontologies provide definitive frameworks for structuring knowledge, while open-source software packages enable the creation, validation, manipulation, and sharing of data. To link ontologies with other resources, articles, and multimedia content, a new web-based platform called the Battery Knowledge Base, which provides a centralized hub to enhance knowledge sharing and collaboration, is introduced. In this article, how these semantic tools address critical challenges in knowledge and data management, driving progress in the field, are highlighted.
2-s2.0-105010679499
40663482
SINTEF Foundation for Scientific and Industrial Research
École Polytechnique Fédérale de Lausanne
Technical University of Denmark
SINTEF Foundation for Scientific and Industrial Research
Fraunhofer Institute for Silicate Research ISC
Helmholtz-Institut Ulm
Fraunhofer Institute for Silicate Research ISC
Helmholtz-Institut Ulm
2025
2500458
REVIEWED
EPFL